code
stringlengths
51
2.38k
docstring
stringlengths
4
15.2k
def _crmod_to_abmn(self, configs): A = configs[:, 0] % 1e4 B = np.floor(configs[:, 0] / 1e4).astype(int) M = configs[:, 1] % 1e4 N = np.floor(configs[:, 1] / 1e4).astype(int) ABMN = np.hstack((A[:, np.newaxis], B[:, np.newaxis], M[:, np.newaxis], N[:, np...
convert crmod-style configurations to a Nx4 array CRMod-style configurations merge A and B, and M and N, electrode numbers into one large integer each: .. math :: AB = A \cdot 10^4 + B MN = M \cdot 10^4 + N Parameters ---------- configs: numpy...
def remove_user(name, **client_args): if not user_exists(name, **client_args): log.info('User \'%s\' does not exist', name) return False client = _client(**client_args) client.drop_user(name) return True
Remove a user. name Name of the user to remove CLI Example: .. code-block:: bash salt '*' influxdb.remove_user <name>
def __cache(self, file, content, document): self.__files_cache.add_content(**{file: CacheData(content=content, document=document)})
Caches given file. :param file: File to cache. :type file: unicode :param content: File content. :type content: list :param document: File document. :type document: QTextDocument
def iter_init_append(self) : "creates a Message.AppendIter for appending arguments to the Message." iter = self.AppendIter(None) dbus.dbus_message_iter_init_append(self._dbobj, iter._dbobj) return \ iter
creates a Message.AppendIter for appending arguments to the Message.
def release_package( self, package_name: str, version: str, manifest_uri: str ) -> bytes: validate_is_supported_manifest_uri(manifest_uri) raw_manifest = to_text(resolve_uri_contents(manifest_uri)) validate_raw_manifest_format(raw_manifest) manifest = json.loads(raw_manifest)...
Returns the release id generated by releasing a package on the current registry. Requires ``web3.PM`` to have a registry set. Requires ``web3.eth.defaultAccount`` to be the registry owner. * Parameters: * ``package_name``: Must be a valid package name, matching the given manifest. ...
def _parse_parameter_options(self, options): return self._select_options(options, self.ALL_OPTIONS, invert=True)
Select all unknown options. Select all unknown options (not query string, API, or request options)
def getSignalHeaders(self): signalHeader = [] for chn in np.arange(self.signals_in_file): signalHeader.append(self.getSignalHeader(chn)) return signalHeader
Returns the header of all signals as array of dicts Parameters ---------- None
def get_sky_diffuse(surface_tilt, surface_azimuth, solar_zenith, solar_azimuth, dni, ghi, dhi, dni_extra=None, airmass=None, model='isotropic', model_perez='allsitescomposite1990'): r model = model.lower() if model == 'isotropic...
r""" Determine in-plane sky diffuse irradiance component using the specified sky diffuse irradiance model. Sky diffuse models include: * isotropic (default) * klucher * haydavies * reindl * king * perez Parameters ---------- surface_tilt : numeri...
def get_vertices(self, indexed=None): if indexed is None: if (self._vertices is None and self._vertices_indexed_by_faces is not None): self._compute_unindexed_vertices() return self._vertices elif indexed == 'faces': if (self._verti...
Get the vertices Parameters ---------- indexed : str | None If Note, return an array (N,3) of the positions of vertices in the mesh. By default, each unique vertex appears only once. If indexed is 'faces', then the array will instead contain three ...
def set_base_location(self, location): self.base_location = location self._utm_zone = location.zone self._utm_datum = location.datum self._utm_convergence = location.convergence
Configure the project's base location
def get_for_control_var_and_eval_expr(comm_type, kwargs): control_vars, iter_type, expression = parse_for(comm_type) eval_expression = evaluate_expression(expression, kwargs)[1] iterval = [] if len(control_vars) == 2: if not isinstance(eval_expression, dict): raise exceptions.YamlSyn...
Returns tuple that consists of control variable name and iterable that is result of evaluated expression of given for loop. For example: - given 'for $i in $(echo "foo bar")' it returns (['i'], ['foo', 'bar']) - given 'for $i, $j in $foo' it returns (['i', 'j'], [('foo', 'bar')])
def logregularize(self, epsilon=2**-1074): self.numerator.array[self.denominator.array == 0] = epsilon self.denominator.array[self.denominator.array == 0] = 1 return self
Find bins in the denominator that are 0, and set them to 1, while setting the corresponding bin in the numerator to float epsilon. This has the effect of allowing the logarithm of the ratio array to be evaluated without error.
def _title_uptodate(self,fullfile,pid,_title): i=self.fb.get_object(pid) if i.has_key('name'): if _title == i['name']: return True return False
Check fb photo title against provided title, returns true if they match
def generate_password(mode, length): r = random.SystemRandom() length = length or RANDOM_PASSWORD_DEFAULT_LENGTH password = "".join(r.choice(RANDOM_PASSWORD_ALPHABET) for _ in range(length)) if mode == Mode.ECHO: click.echo(style_password(password)) elif mode == Mode.COPY: try: ...
generate a random password
def make_certificate_signing_request(pkey, digest='sha512', **name): csr = crypto.X509Req() subj = csr.get_subject() subj.C = name.get('C', 'US') subj.ST = name.get('ST', 'CA') subj.L = name.get('L', 'Home') subj.O = name.get('O', 'Home') subj.OU = name.get('OU', 'Unit') subj.CN = name.get('CN', 'Common...
Make a certificate signing request. :param OpenSSL.crypto.PKey pkey: A private key. :param str digest: A valid digest to use. For example, `sha512`. :param name: Key word arguments containing subject name parts: C, ST, L, O, OU, CN. :return: A certificate signing request. :rtype: :class:`OpenSSL.crypto.X...
def read_stats(self): captions, rows = self._get_pages() name_caption_index = captions.index(self.name_caption) captions.pop(name_caption_index) self.captions = captions self.statistics = OrderedDict() for row in rows: name = row.pop(name_caption_index) ...
Reads the statistics view from IXN and saves it in statistics dictionary.
def tag(self, path, name): if not path[len(path) - 1] == '/': path += '/' config = self.get_config() folder = self.find_folder({ 'path' : path }, config) if not folder: raise custom_errors.FileNotInConfig(path) old_name = folder['label'] folder['label'] = name dir_confi...
Change name associated with path
def getParameters(self, contactItem): isVIP = False if contactItem is not None: isVIP = contactItem.person.vip return [liveform.Parameter( 'vip', liveform.CHECKBOX_INPUT, bool, 'VIP', default=isVIP)]
Return a list containing a single parameter suitable for changing the VIP status of a person. @type contactItem: L{_PersonVIPStatus} @rtype: C{list} of L{liveform.Parameter}
def addMonitor(self, monitor): token = self.nextMonitorToken self.nextMonitorToken += 1 self.monitors[token] = monitor return token
Subscribe to SingleLayer2DExperiment events. @param monitor (SingleLayer2DExperimentMonitor) An object that implements a set of monitor methods @return (object) An opaque object that can be used to refer to this monitor.
def unicode_to_string(self): for tag in self.tags: self.ununicode.append(str(tag))
Convert unicode in string
def _tile_image(self, data): image = Image.open(BytesIO(data)) return image.convert('RGBA')
Tile binary content as PIL Image.
def load(self, filename, offset): try: self.offset = offset self.fd = open(filename, 'rb') self.fd.seek(self.offset + VOLUME_HEADER_OFFSET) data = self.fd.read(1024) self.vol_header = VolumeHeader(data) self.fd.close() except IOErro...
Loads HFS+ volume information
def apply_change(self, path, *args): if len(path) > 1: self[path[0]].apply_change(path[1:], *args) else: assert len(path) == 1 and len(args) == 1, \ "Cannot process change %s" % ([self.path + path] + list(args)) getattr(self, "set_%s" % path[0])(args[0...
Take a single change from a Delta and apply it to this model
def compute_mean_reward(rollouts, clipped): reward_name = "reward" if clipped else "unclipped_reward" rewards = [] for rollout in rollouts: if rollout[-1].done: rollout_reward = sum(getattr(frame, reward_name) for frame in rollout) rewards.append(rollout_reward) if rewards: mean_rewards = np...
Calculate mean rewards from given epoch.
def setDaemon(self, runnable, isdaemon, noregister = False): if not noregister and runnable not in self.registerIndex: self.register((), runnable) if isdaemon: self.daemons.add(runnable) else: self.daemons.discard(runnable)
If a runnable is a daemon, it will not keep the main loop running. The main loop will end when all alived runnables are daemons.
def _output(self, message, verbosity, exact, stream): if exact: if self.config.verbosity == verbosity: stream.write(message + "\n") else: if self.config.verbosity >= verbosity: stream.write(message + "\n")
Output a message if the config's verbosity is >= to the given verbosity. If exact == True, the message will only be outputted if the given verbosity exactly matches the config's verbosity.
def fetch(code) : ret = {} code = KeywordFetcher._remove_strings(code) result = KeywordFetcher.prog.findall(code) for keyword in result : if len(keyword) <= 1: continue if keyword.isdigit(): continue if keyword[0] == '-' or keyword[0] == '*' : keyword = keyword[1:] if keyword[-1] == '-' or keyword[-...
Fetch keywords by Code
def get_install_value(self, value_name, wanted_type=None): try: item_value, item_type = self.__reg_query_value(self.__reg_uninstall_handle, value_name) except pywintypes.error as exc: if exc.winerror == winerror.ERROR_FILE_NOT_FOUND: return None raise ...
For the uninstall section of the registry return the name value. Args: value_name (str): Registry value name. wanted_type (str): The type of value wanted if the type does not match None is return. wanted_type support values are ``str`` ``i...
def fft_convolve(data, h, res_g = None, plan = None, inplace = False, kernel_is_fft = False, kernel_is_fftshifted = False): if isinstance(data,np.ndarray): return _fft_convolve_numpy(data, h, plan = plan, ...
convolves data with kernel h via FFTs data should be either a numpy array or a OCLArray (see doc for fft) both data and h should be same shape if data/h are OCLArrays, then: - type should be complex64 - shape should be equal and power of two - h is assumed to be already fftshi...
def from_int(cls, integer): bin_string = bin(integer) return cls( text=len(bin_string) >= 1 and bin_string[-1] == "1", comment=len(bin_string) >= 2 and bin_string[-2] == "1", user=len(bin_string) >= 3 and bin_string[-3] == "1", restricted=len(bin_string) >...
Constructs a `Deleted` using the `tinyint` value of the `rev_deleted` column of the `revision` MariaDB table. * DELETED_TEXT = 1 * DELETED_COMMENT = 2 * DELETED_USER = 4 * DELETED_RESTRICTED = 8
def split_all(reference, sep): parts = partition_all(reference, sep) return [p for p in parts if p not in sep]
Splits a given string at a given separator or list of separators. :param reference: The reference to split. :param sep: Separator string or list of separator strings. :return: A list of split strings
def steady_state_potential(xdata,HistBins=100): import numpy as _np pops=_np.histogram(xdata,HistBins)[0] bins=_np.histogram(xdata,HistBins)[1] bins=bins[0:-1] bins=bins+_np.mean(_np.diff(bins)) pops=pops/float(_np.sum(pops)) return bins,-_np.log(pops)
Calculates the steady state potential. Used in fit_radius_from_potentials. Parameters ---------- xdata : ndarray Position data for a degree of freedom HistBins : int Number of bins to use for histogram of xdata. Number of position points at which the potential is ca...
def load_writer_configs(writer_configs, ppp_config_dir, **writer_kwargs): try: writer_info = read_writer_config(writer_configs) writer_class = writer_info['writer'] except (ValueError, KeyError, yaml.YAMLError): raise ValueError("Invalid writer configs: " ...
Load the writer from the provided `writer_configs`.
def map_compute_fov( m: tcod.map.Map, x: int, y: int, radius: int = 0, light_walls: bool = True, algo: int = FOV_RESTRICTIVE, ) -> None: m.compute_fov(x, y, radius, light_walls, algo)
Compute the field-of-view for a map instance. .. deprecated:: 4.5 Use :any:`tcod.map.Map.compute_fov` instead.
def _get_char_pixels(self, s): if len(s) == 1 and s in self._text_dict.keys(): return list(self._text_dict[s]) else: return list(self._text_dict['?'])
Internal. Safeguards the character indexed dictionary for the show_message function below
def get_lastfunction_header(self, header, default_return_value=None): if self._last_call is None: raise TwythonError('This function must be called after an API call. \ It delivers header information.') return self._last_call['headers'].get(header, default_retur...
Returns a specific header from the last API call This will return None if the header is not present :param header: (required) The name of the header you want to get the value of Most useful for the following header information: x-rate-limit-limit, ...
def to_mapping(self,**values): strike, dip, rake = self.strike_dip_rake() min, max = self.angular_errors() try: disabled = self.disabled except AttributeError: disabled = False mapping = dict( uid=self.hash, axes=self.axes.tolist(),...
Create a JSON-serializable representation of the plane that is usable with the javascript frontend
def to_str(self, separator=''): if self.closed(): raise ValueError("Attempt to call to_str() on a closed Queryable.") return str(separator).join(self.select(str))
Build a string from the source sequence. The elements of the query result will each coerced to a string and then the resulting strings concatenated to return a single string. This allows the natural processing of character sequences as strings. An optional separator which will be insert...
def _check_typecode_list(ofwhat, tcname): for o in ofwhat: if callable(o): continue if not isinstance(o, TypeCode): raise TypeError( tcname + ' ofwhat outside the TypeCode hierarchy, ' + str(o.__class__)) if o.pname is None and not isin...
Check a list of typecodes for compliance with Struct requirements.
def text(self): def _problem_iter(problem_num): problem_file = os.path.join(EULER_DATA, 'problems.txt') with open(problem_file) as f: is_problem = False last_line = '' for line in f: if line.strip() == 'Problem %i' % pro...
Parses problems.txt and returns problem text
def edit_dedicated_fwl_rules(self, firewall_id, rules): mask = ('mask[networkVlan[firewallInterfaces' '[firewallContextAccessControlLists]]]') svc = self.client['Network_Vlan_Firewall'] fwl = svc.getObject(id=firewall_id, mask=mask) network_vlan = fwl['networkVlan'] ...
Edit the rules for dedicated firewall. :param integer firewall_id: the instance ID of the dedicated firewall :param list rules: the rules to be pushed on the firewall as defined by SoftLayer_Network_Firewall_Update_Request_Rule
def tmsiReallocationCommand(): a = TpPd(pd=0x5) b = MessageType(mesType=0x1a) c = LocalAreaId() d = MobileId() packet = a / b / c / d return packet
TMSI REALLOCATION COMMAND Section 9.2.17
def get_path(self, appendix=None, by_name=False): if by_name: state_identifier = self.name else: state_identifier = self.state_id if not self.is_root_state: if appendix is None: return self.parent.get_path(state_identifier, by_name) ...
Recursively create the path of the state. The path is generated in bottom up method i.e. from the nested child states to the root state. The method concatenates either State.state_id (always unique) or State.name (maybe not unique but human readable) as state identifier for the path. :...
def download( state, host, source_url, destination, user=None, group=None, mode=None, cache_time=None, force=False, ): info = host.fact.file(destination) if info is False: raise OperationError( 'Destination {0} already exists and is not a file'.format(destination), ) down...
Download files from remote locations. + source_url: source URl of the file + destination: where to save the file + user: user to own the files + group: group to own the files + mode: permissions of the files + cache_time: if the file exists already, re-download after this time (in s) + forc...
def _next_regular(target): if target <= 6: return target if not (target & (target - 1)): return target match = float('inf') p5 = 1 while p5 < target: p35 = p5 while p35 < target: quotient = -(-target // p35) try: p2 = 2 ** ((quo...
Find the next regular number greater than or equal to target. Regular numbers are composites of the prime factors 2, 3, and 5. Also known as 5-smooth numbers or Hamming numbers, these are the optimal size for inputs to FFTPACK. Target must be a positive integer.
def _find_node_by_indices(self, point): path_index, node_index = point path = self.paths[int(path_index)] node = path.nodes[int(node_index)] return node
Find the GSNode that is refered to by the given indices. See GSNode::_indices()
def resort(self, columnName): csc = self.currentSortColumn newSortColumn = self.columns[columnName] if newSortColumn is None: raise Unsortable('column %r has no sort attribute' % (columnName,)) if csc is newSortColumn: self.isAscending = not self.isAscending ...
Re-sort the table. @param columnName: the name of the column to sort by. This is a string because it is passed from the browser.
def OnExpandAll(self): root = self.tree.GetRootItem() fn = self.tree.Expand self.traverse(root, fn) self.tree.Expand(root)
expand all nodes
def getprimeover(N): if HAVE_GMP: randfunc = random.SystemRandom() r = gmpy2.mpz(randfunc.getrandbits(N)) r = gmpy2.bit_set(r, N - 1) return int(gmpy2.next_prime(r)) elif HAVE_CRYPTO: return number.getPrime(N, os.urandom) else: randfunc = random.SystemRandom()...
Return a random N-bit prime number using the System's best Cryptographic random source. Use GMP if available, otherwise fallback to PyCrypto
def dumpBlock(self, block_name): try: return self.dbsBlock.dumpBlock(block_name) except HTTPError as he: raise he except dbsException as de: dbsExceptionHandler(de.eCode, de.message, self.logger.exception, de.serverError) except Exception as ex: ...
API the list all information related with the block_name :param block_name: Name of block to be dumped (Required) :type block_name: str
def merge_adjacent(numbers, indicator='..', base=0): integers = list(sorted([(int("%s" % i, base), i) for i in numbers])) idx = 0 result = [] while idx < len(numbers): end = idx + 1 while end < len(numbers) and integers[end-1][0] == integers[end][0] - 1: end += 1 resu...
Merge adjacent numbers in an iterable of numbers. Parameters: numbers (list): List of integers or numeric strings. indicator (str): Delimiter to indicate generated ranges. base (int): Passed to the `int()` conversion when comparing numbers. Return: list ...
def download_sample(job, sample, inputs): uuid, url = sample job.fileStore.logToMaster('Downloading sample: {}'.format(uuid)) tar_id = job.addChildJobFn(download_url_job, url, s3_key_path=inputs.ssec, disk='30G').rv() sample_inputs = argparse.Namespace(**vars(inputs)) sample_inputs.uuid = uuid s...
Download the input sample :param JobFunctionWrappingJob job: passed by Toil automatically :param tuple sample: Tuple containing (UUID,URL) of a sample :param Namespace inputs: Stores input arguments (see main)
def _find_observable_paths(extra_files=None): rv = set( os.path.dirname(os.path.abspath(x)) if os.path.isfile(x) else os.path.abspath(x) for x in sys.path ) for filename in extra_files or (): rv.add(os.path.dirname(os.path.abspath(filename))) for module in list(sys.modules.values...
Finds all paths that should be observed.
def _init_client(): if client is not None: return global _mysql_kwargs, _table_name _mysql_kwargs = { 'host': __opts__.get('mysql.host', '127.0.0.1'), 'user': __opts__.get('mysql.user', None), 'passwd': __opts__.get('mysql.password', None), 'db': __opts__.get('mysql.d...
Initialize connection and create table if needed
def format_payload(self, api_version, data): if (api_version in (1, 2)): if type(data) == str: logger.debug('Converting string to dict:\n%s' % data) data = data.lstrip('?') data = data.rstrip('&') data = parse_qs(data) l...
Return appropriate QualysGuard API call.
def cto(self): cto = -1 try: if self.lnk.type == Lnk.CHARSPAN: cto = self.lnk.data[1] except AttributeError: pass return cto
The final character position in the surface string. Defaults to -1 if there is no valid cto value.
def get_default_config_directory(): test_path = os.path.dirname(os.path.realpath(inspect.getouterframes(inspect.currentframe())[2][1])) return os.path.join(test_path, 'conf')
Return default config directory, based in the actual test path :returns: default config directory
def set_mindays(name, mindays): pre_info = info(name) if mindays == pre_info['min']: return True cmd = 'passwd -n {0} {1}'.format(mindays, name) __salt__['cmd.run'](cmd, python_shell=False) post_info = info(name) if post_info['min'] != pre_info['min']: return post_info['min'] == ...
Set the minimum number of days between password changes. See man passwd. CLI Example: .. code-block:: bash salt '*' shadow.set_mindays username 7
def delete_word(word): conn = sqlite3.connect(os.path.join(DEFAULT_PATH, 'word.db')) curs = conn.cursor() curs.execute('SELECT expl, pr FROM Word WHERE name = "%s"' % word) res = curs.fetchall() if res: try: curs.execute('DELETE FROM Word WHERE name = "%s"' % word) except...
delete the word or phrase from database.
def activate(): global PathFinder, FileFinder, ff_path_hook path_hook_index = len(sys.path_hooks) sys.path_hooks.append(ff_path_hook) sys.path_importer_cache.clear() pathfinder_index = len(sys.meta_path) sys.meta_path.append(PathFinder) return path_hook_index, pathfinder_index
Install the path-based import components.
async def validate(state, holdout_glob): if not glob.glob(holdout_glob): print('Glob "{}" didn\'t match any files, skipping validation'.format( holdout_glob)) else: await run( 'python3', 'validate.py', holdout_glob, '--flagfile={}'.format(os.path.join(FLAGS.flags_dir, 'validate.fla...
Validate the trained model against holdout games. Args: state: the RL loop State instance. holdout_glob: a glob that matches holdout games.
def get(self, cluster_id, show_progress=False): url = ('/clusters/%(cluster_id)s?%(params)s' % {"cluster_id": cluster_id, "params": parse.urlencode({"show_progress": show_progress})}) return self._get(url, 'cluster')
Get information about a Cluster.
def dcmtoquat(dcm): quat = np.zeros(4) quat[-1] = 1/2*np.sqrt(np.trace(dcm)+1) quat[0:3] = 1/4/quat[-1]*vee_map(dcm-dcm.T) return quat
Convert DCM to quaternion This function will convert a rotation matrix, also called a direction cosine matrix into the equivalent quaternion. Parameters: ---------- dcm - (3,3) numpy array Numpy rotation matrix which defines a rotation from the b to a frame Returns: -------- ...
def add_mixl_specific_results_to_estimation_res(estimator, results_dict): prob_res = mlc.calc_choice_sequence_probs(results_dict["long_probs"], estimator.choice_vector, estimator.rows_to_mixers, ...
Stores particular items in the results dictionary that are unique to mixed logit-type models. In particular, this function calculates and adds `sequence_probs` and `expanded_sequence_probs` to the results dictionary. The `constrained_pos` object is also stored to the results_dict. Parameters ------...
def _try_get_current_manager(cls): if utils.get_distro_name().find('gentoo') == -1: return None if 'PACKAGE_MANAGER' in os.environ: pm = os.environ['PACKAGE_MANAGER'] if pm == 'paludis': try: import paludis retur...
Try to detect a package manager used in a current Gentoo system.
def _pause_all_nodes(self, max_thread_pool_size=0): failed = 0 def _pause_specific_node(node): if not node.instance_id: log.warning("Node `%s` has no instance id." " It is either already stopped, or" " never created prop...
Pause all cluster nodes - ensure that we store data so that in the future the nodes can be restarted. :return: int - number of failures.
def update(self, name, modifiers): self.update_name(name) self.modifiers = modifiers
Updates the attributes for the subroutine instance, handles name changes in the parent module as well.
def coordinates(self): i = self._coordinates for name, _i in COORDINATES.items(): if i==_i: return name return i
Get or set the internal coordinate system. Available coordinate systems are: - ``'jacobi'`` (default) - ``'democraticheliocentric'`` - ``'whds'``
def set_theme(self, theme_name, toplevel=None, themebg=None): if self._toplevel is not None and toplevel is None: toplevel = self._toplevel if self._themebg is not None and themebg is None: themebg = self._themebg ThemedWidget.set_theme(self, theme_name) color = s...
Redirect the set_theme call to also set Tk background color
def ensure_path(path, mode=0o777): if path: try: umask = os.umask(000) os.makedirs(path, mode) os.umask(umask) except OSError as e: if e.errno != errno.EEXIST: raise
Ensure that path exists in a multiprocessing safe way. If the path does not exist, recursively create it and its parent directories using the provided mode. If the path already exists, do nothing. The umask is cleared to enable the mode to be set, and then reset to the original value after the mode i...
def mget_list(item, index): 'get mulitple items via index of int, slice or list' if isinstance(index, (int, slice)): return item[index] else: return map(item.__getitem__, index)
get mulitple items via index of int, slice or list
def cmd_iter( self, tgt, fun, arg=(), timeout=None, tgt_type='glob', ret='', kwarg=None, **kwargs): was_listening = self.event.cpub try: pub_data = self.run_job( tgt, ...
Yields the individual minion returns as they come in The function signature is the same as :py:meth:`cmd` with the following exceptions. Normally :py:meth:`cmd_iter` does not yield results for minions that are not connected. If you want it to return results for disconnected min...
def get_related(self, instance, number): related_pks = self.compute_related(instance.pk)[:number] related_pks = [pk for pk, score in related_pks] related_objects = sorted( self.queryset.model.objects.filter(pk__in=related_pks), key=lambda x: related_pks.index(x.pk)) ...
Return a list of the most related objects to instance.
def get_arguments(self, name: str, strip: bool = True) -> List[str]: assert isinstance(strip, bool) return self._get_arguments(name, self.request.arguments, strip)
Returns a list of the arguments with the given name. If the argument is not present, returns an empty list. This method searches both the query and body arguments.
def get_role_config_group(self, name): return role_config_groups.get_role_config_group( self._get_resource_root(), self.name, name, self._get_cluster_name())
Get a role configuration group in the service by name. @param name: The name of the role config group. @return: An ApiRoleConfigGroup object. @since: API v3
def decode_consumer_metadata_response(cls, data): ((correlation_id, error, nodeId), cur) = relative_unpack('>ihi', data, 0) (host, cur) = read_short_string(data, cur) ((port,), cur) = relative_unpack('>i', data, cur) return kafka.structs.ConsumerMetadataResponse(error, nodeId, host, port...
Decode bytes to a kafka.structs.ConsumerMetadataResponse Arguments: data: bytes to decode
def _bibliography(doc, terms, converters=[], format='html'): output_backend = 'latex' if format == 'latex' else MetatabHtmlBackend def mk_cite(v): for c in converters: r = c(v) if r is not False: return r return make_citation_dict(v) if isinstance(doc,...
Render citations, from a document or a doct of dicts If the input is a dict, each key is the name of the citation, and the value is a BibTex formatted dict :param doc: A MetatabDoc, or a dict of BibTex dicts :return:
def _nix_collect_garbage(): nixhome = os.path.join(os.path.expanduser('~{0}'.format(__opts__['user'])), '.nix-profile/bin/') return [os.path.join(nixhome, 'nix-collect-garbage')]
Make sure we get the right nix-store, too.
def get_connection_id_by_endpoint(self, endpoint): with self._connections_lock: for connection_id in self._connections: connection_info = self._connections[connection_id] if connection_info.uri == endpoint: return connection_id raise Ke...
Returns the connection id associated with a publically reachable endpoint or raises KeyError if the endpoint is not found. Args: endpoint (str): A zmq-style uri which identifies a publically reachable endpoint.
def _indexable_tags(self): tags = current_app.extensions.get("tags") if not tags or not tags.supports_taggings(self): return "" default_ns = tags.entity_default_ns(self) return [t for t in tags.entity_tags(self) if t.ns == default_ns]
Index tag ids for tags defined in this Entity's default tags namespace.
def get_tip_coordinates(self, axis=None): coords = self.get_node_coordinates() if axis == 'x': return coords[:self.ntips, 0] elif axis == 'y': return coords[:self.ntips, 1] return coords[:self.ntips]
Returns coordinates of the tip positions for a tree. If no argument for axis then a 2-d array is returned. The first column is the x coordinates the second column is the y-coordinates. If you enter an argument for axis then a 1-d array will be returned of just that axis.
def press_event(self): if self.mouse_event.press_event is None: return None ev = self.copy() ev.mouse_event = self.mouse_event.press_event return ev
The mouse press event that initiated a mouse drag, if any.
def _counts_at_position(positions, orig_reader, cmp_reader): pos_counts = collections.defaultdict(lambda: collections.defaultdict(lambda: collections.defaultdict(int))) for orig_parts in orig_reader: cmp_parts = next(cmp_reader) for pos in positions: ...
Combine orignal and new qualities at each position, generating counts.
def command(self, func): command = Command(func) self._commands[func.__name__] = command return func
Decorator to add a command function to the registry. :param func: command function.
def ffht(fEM, time, freq, ftarg): r ffhtfilt = ftarg[0] pts_per_dec = ftarg[1] kind = ftarg[2] if pts_per_dec == 0: fEM = fEM.reshape(time.size, -1) tEM = dlf(fEM, 2*np.pi*freq, time, ffhtfilt, pts_per_dec, kind=kind) return tEM, True
r"""Fourier Transform using the Digital Linear Filter method. It follows the Filter methodology [Ande75]_, using Cosine- and Sine-filters; see ``fht`` for more information. The function is called from one of the modelling routines in :mod:`model`. Consult these modelling routines for a description of...
def value(self): try: if isinstance(self.__value, Expression): return self.__value.value return self.__value except AttributeError: return 0
Set a calculated value for this Expression. Used when writing formulas using XlsxWriter to give cells an initial value when the sheet is loaded without being calculated.
def wait_for_event(event): f = Future() def ready(): get_event_loop().remove_win32_handle(event) f.set_result(None) get_event_loop().add_win32_handle(event, ready) return f
Wraps a win32 event into a `Future` and wait for it.
def parse_ppi_graph(path: str, min_edge_weight: float = 0.0) -> Graph: logger.info("In parse_ppi_graph()") graph = igraph.read(os.path.expanduser(path), format="ncol", directed=False, names=True) graph.delete_edges(graph.es.select(weight_lt=min_edge_weight)) graph.delete_vertices(graph.vs.select(_degree...
Build an undirected graph of gene interactions from edgelist file. :param str path: The path to the edgelist file :param float min_edge_weight: Cutoff to keep/remove the edges, default is 0, but could also be 0.63. :return Graph: Protein-protein interaction graph
def get_formatter(columns): column_map = dict((column.name, column) for column in columns) def validate(ctx, param, value): if value == '': raise click.BadParameter('At least one column is required.') formatter = ColumnFormatter() for column in [col.strip() for col in value.s...
This function returns a callback to use with click options. The returned function parses a comma-separated value and returns a new ColumnFormatter. :param columns: a list of Column instances
def forward_algo(self,observations): total_stages = len(observations) ob_ind = self.obs_map[ observations[0] ] alpha = np.multiply ( np.transpose(self.em_prob[:,ob_ind]) , self.start_prob ) for curr_t in range(1,total_stages): ob_ind = self.obs_map[observations[curr_t]] ...
Finds the probability of an observation sequence for given model parameters **Arguments**: :param observations: The observation sequence, where each element belongs to 'observations' variable declared with __init__ object. :type observations: A list or tuple :return: The probability ...
def _validate_tag_key(self, tag_key, exception_param='tags.X.member.key'): if len(tag_key) > 128: raise TagKeyTooBig(tag_key, param=exception_param) match = re.findall(r'[\w\s_.:/=+\-@]+', tag_key) if not len(match) or len(match[0]) < len(tag_key): raise InvalidTagCharact...
Validates the tag key. :param all_tags: Dict to check if there is a duplicate tag. :param tag_key: The tag key to check against. :param exception_param: The exception parameter to send over to help format the message. This is to reflect the difference between the...
def from_dict(cls, d): key = d.get("name") options = d.get("options", None) subkey_list = d.get("subkeys", []) if len(subkey_list) > 0: subkeys = list(map(lambda k: AdfKey.from_dict(k), subkey_list)) else: subkeys = None return cls(key, options, su...
Construct a MSONable AdfKey object from the JSON dict. Parameters ---------- d : dict A dict of saved attributes. Returns ------- adfkey : AdfKey An AdfKey object recovered from the JSON dict ``d``.
def _handle_hidden_tables(self, tbl_list, attr_name): if not self.displayed_only: return tbl_list return [x for x in tbl_list if "display:none" not in getattr(x, attr_name).get('style', '').replace(" ", "")]
Return list of tables, potentially removing hidden elements Parameters ---------- tbl_list : list of node-like Type of list elements will vary depending upon parser used attr_name : str Name of the accessor for retrieving HTML attributes Returns ...
def unescape_code_start(source, ext, language='python'): parser = StringParser(language) for pos, line in enumerate(source): if not parser.is_quoted() and is_escaped_code_start(line, ext): unescaped = unesc(line, language) if is_escaped_code_start(unescaped, ext): ...
Unescape code start
def _data_dep_init(self, inputs): with tf.variable_scope("data_dep_init"): activation = self.layer.activation self.layer.activation = None x_init = self.layer.call(inputs) m_init, v_init = tf.moments(x_init, self.norm_axes) scale_init = 1. / tf.sqrt(v_init + 1e-10) self.layer.g = s...
Data dependent initialization for eager execution.
def _set_labels(self, catalogue): with self._conn: self._conn.execute(constants.UPDATE_LABELS_SQL, ['']) labels = {} for work, label in catalogue.items(): self._conn.execute(constants.UPDATE_LABEL_SQL, [label, work]) cursor = self._conn.execute...
Returns a dictionary of the unique labels in `catalogue` and the count of all tokens associated with each, and sets the record of each Text to its corresponding label. Texts that do not have a label specified are set to the empty string. Token counts are included in the results...
def read(path, encoding="utf-8"): with open(path, "rb") as f: content = f.read() try: text = content.decode(encoding) except: res = chardet.detect(content) text = content.decode(res["encoding"]) return text
Auto-decoding string reader. Usage:: >>> from angora.dataIO import textfile or >>> from angora.dataIO import * >>> textfile.read("test.txt")
def _prior_headerfooter(self): preceding_sectPr = self._sectPr.preceding_sectPr return ( None if preceding_sectPr is None else _Header(preceding_sectPr, self._document_part, self._hdrftr_index) )
|_Header| proxy on prior sectPr element or None if this is first section.
def eye(N, M=0, k=0, ctx=None, dtype=None, **kwargs): if ctx is None: ctx = current_context() dtype = mx_real_t if dtype is None else dtype return _internal._eye(N=N, M=M, k=k, ctx=ctx, dtype=dtype, **kwargs)
Return a 2-D array with ones on the diagonal and zeros elsewhere. Parameters ---------- N: int Number of rows in the output. M: int, optional Number of columns in the output. If 0, defaults to N. k: int, optional Index of the diagonal: 0 (the default) refers to the main diag...
def get_fields_with_prop(cls, prop_key): ret = [] for key, val in getattr(cls, '_fields').items(): if hasattr(val, prop_key): ret.append((key, getattr(val, prop_key))) return ret
Return a list of fields with a prop key defined Each list item will be a tuple of field name containing the prop key & the value of that prop key. :param prop_key: key name :return: list of tuples